Internal developer portal for platform engineering teams provides five templates for building AI-enabled audio-to-text, chatbot, code generation, object detection, and retrieval-augmented generation applications. Credit: IDG-Owned Red Hat Developer Hub, an enterprise-grade internal developer portal for platform engineering teams, is adding enhancements for AI, with five templates for building AI-powered applications for common use cases. Rolled out on November 12, the AI-focused software templates are intended to address resource constraints and skills gaps facing developers working on AI priorities. The templates leverage pre-architected and supported approaches, so developers are able to build and deploy AI-enabled services or components without having to learn all the details of the technology used to implement it, Red Hat said. The new templates support the following common AI use cases: Audio-to-text application: An AI-enabled audio transcription application in which users can upload an audio file to be transcribed Chatbot application: A chat application enabled by a large language model (LLM) that creates a bot that replies with AI-generated responses Code generation application: An LLM-enabled code generation application for a specialized bot to help with code-related queries Object detection application: Enables developers to upload an image to identify and locate objects in the image Retrieval-augmented generation (RAG) chatbot application: Enables developers to embed files containing relevant information to allow the model to provide more accurate responses Red Hat said Developer Hub’s software catalog allows developers and platform engineers to record and share details of their organization’s assets, LLMs, AI servers, and associated APIs. Related content feature What is Rust? Safe, fast, and easy software development Unlike most programming languages, Rust doesn't make you choose between speed, safety, and ease of use. Find out how Rust delivers better code with fewer compromises, and a few downsides to consider before learning Rust. By Serdar Yegulalp Nov 20, 2024 11 mins Rust Programming Languages Software Development how-to Kotlin for Java developers: Classes and coroutines Kotlin was designed to bring more flexibility and flow to programming in the JVM. Here's an in-depth look at how Kotlin makes working with classes and objects easier and introduces coroutines to modernize concurrency. By Matthew Tyson Nov 20, 2024 9 mins Java Kotlin Programming Languages analysis Azure AI Foundry tools for changes in AI applications Microsoft’s launch of Azure AI Foundry at Ignite 2024 signals a welcome shift from chatbots to agents and to using AI for business process automation. By Simon Bisson Nov 20, 2024 7 mins Microsoft Azure Generative AI Development Tools news Microsoft unveils imaging APIs for Windows Copilot Runtime Generative AI-backed APIs will allow developers to build image super resolution, image segmentation, object erase, and OCR capabilities into Windows applications. By Paul Krill Nov 19, 2024 2 mins Generative AI APIs Development Libraries and Frameworks Resources Videos